It depends on what state you live in. In Md., yes you would be eligible. If you go to your state.unemployment.com, example...for Maryland I enter md.unemployment.com
They should have a FAQ section where you can get the exact answer to this question. They will even give examples of cases that have been brought before the board that will define the exact unemployment law as it applies to your situation.

